Edge Impulse Experts / Endoscopy_v1 Public

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Endoscopy_v1

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Data (354 items)

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val_normal_ (474)

ID: 172448818

Label: normal

test_normal_ (66)

ID: 172449031

Label: normal

test_normal_ (20)

ID: 172449074

Label: normal

test_polyps_ (3)

ID: 172448999

Label: polyps

test_normal_ (80)

ID: 172449020

Label: normal

test_esophagitis_ (93)

ID: 172448848

Label: esophagitis

test_polyps_ (52)

ID: 172448961

Label: polyps

test_normal_ (5)

ID: 172449072

Label: normal

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

100.0%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

1602 ms.

Peak RAM usage

346.9K

Flash usage

571.8K

Run this model

On any device

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Dataset summary

Data collected

354 items

Labels

esophagitis, normal, polyps

Project info

Project ID	163127
Project version	1
License	Apache 2.0
No. of views	39,846
No. of clones	15